All Stories

  1. Surrogate Model-Based Multi-Objective Optimization Using Desirability Functions

    Article • July 2025, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  2. Automated Prediction of Compressor Performance Maps: Surrogate-Based Optimization with RNNs for Enhanced Extrapolation and Interpolation

    Article • July 2025, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  3. Impact of energy efficiency on the morphology and behaviour of evolved robots

    Article • July 2021, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  4. Behavior-based neuroevolutionary training in reinforcement learning

    Article • July 2021, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  5. Resource planning for hospitals under special consideration of the COVID-19 pandemic

    Article • July 2021, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  6. Parallelized bayesian optimization for problems with expensive evaluation functions

    Article • July 2020, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  7. Variable reduction for surrogate-based optimization

    Article • June 2020, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  8. Structured-chromosome GA optimisation for satellite tracking

    Article • July 2019, ACM (Association for Computing Machinery)

    Dr Massimiliano L Vasile, Thomas Bartz-Beielstein, Dr Edmondo Minisci

  9. Feature selection for surrogate model-based optimization

    Article • July 2019, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  10. Comparison of parallel surrogate-assisted optimization approaches

    Article • July 2018, ACM (Association for Computing Machinery)

    Jörg Stork, Thomas Bartz-Beielstein

  11. Surrogate assisted optimization of particle reinforced metal matrix composites

    Article • July 2018, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  12. How to create meaningful and generalizable results

    Article • July 2013, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  13. Statistical analysis of optimization algorithms with R

    Article • July 2012, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein

  14. SPOT applied to non-stochastic optimization problems

    Article • July 2012, ACM (Association for Computing Machinery)

    Thomas Bartz-Beielstein